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ORCIDChinnadhurai Sankar
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Journal Articles
- 2023
[j2]Tianjian Huang, Shaunak Ashish Halbe, Chinnadhurai Sankar, Pooyan Amini, Satwik Kottur, Alborz Geramifard, Meisam Razaviyayn, Ahmad Beirami:
Robustness through Data Augmentation Loss Consistency. Trans. Mach. Learn. Res. 2023 (2023)- 2020
- [j1]Iulian Vlad Serban, Chinnadhurai Sankar, Michael Pieper, Joelle Pineau, Yoshua Bengio:
The Bottleneck Simulator: A Model-Based Deep Reinforcement Learning Approach. J. Artif. Intell. Res. 69: 571-612 (2020)
Conference and Workshop Papers
- 2023
- [c15]Hyundong Cho, Andrea Madotto, Zhaojiang Lin, Khyathi Raghavi Chandu, Satwik Kottur, Jing Xu, Jonathan May
, Chinnadhurai Sankar:
Continual Dialogue State Tracking via Example-Guided Question Answering. EMNLP 2023: 3873-3886 - 2022
- [c14]Hyundong Cho, Chinnadhurai Sankar, Christopher Lin, Kaushik Ram Sadagopan, Shahin Shayandeh, Asli Celikyilmaz, Jonathan May, Ahmad Beirami:
Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnostics. EMNLP (Findings) 2022: 5345-5359 - [c13]Kun Qian, Satwik Kottur, Ahmad Beirami, Shahin Shayandeh, Paul A. Crook, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar:
Database Search Results Disambiguation for Task-Oriented Dialog Systems. NAACL-HLT 2022: 1158-1173 - [c12]Zhiyu Chen, Bing Liu, Seungwhan Moon, Chinnadhurai Sankar, Paul A. Crook, William Yang Wang:
KETOD: Knowledge-Enriched Task-Oriented Dialogue. NAACL-HLT (Findings) 2022: 2581-2593 - 2021
- [c11]Hung Le, Chinnadhurai Sankar, Seungwhan Moon, Ahmad Beirami, Alborz Geramifard, Satwik Kottur:
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue. ACL/IJCNLP (1) 2021: 5651-5665 - [c10]Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva:
ProFormer: Towards On-Device LSH Projection Based Transformers. EACL 2021: 2823-2828 - [c9]Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva:
On-Device Text Representations Robust To Misspellings via Projections. EACL 2021: 2871-2876 - [c8]Satwik Kottur, Chinnadhurai Sankar, Zhou Yu, Alborz Geramifard:
DialogStitch: Synthetic Deeper and Multi-Context Task-Oriented Dialogs. SIGDIAL 2021: 21-26 - [c7]Kun Qian, Ahmad Beirami, Zhouhan Lin, Ankita De, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar:
Annotation Inconsistency and Entity Bias in MultiWOZ. SIGDIAL 2021: 326-337 - 2019
- [c6]Sarath Chandar, Chinnadhurai Sankar, Eugene Vorontsov, Samira Ebrahimi Kahou, Yoshua Bengio:
Towards Non-Saturating Recurrent Units for Modelling Long-Term Dependencies. AAAI 2019: 3280-3287 - [c5]Chinnadhurai Sankar, Sandeep Subramanian, Chris Pal, Sarath Chandar, Yoshua Bengio:
Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study. ACL (1) 2019: 32-37 - [c4]Bill Byrne, Karthik Krishnamoorthi, Chinnadhurai Sankar, Arvind Neelakantan, Ben Goodrich, Daniel Duckworth, Semih Yavuz, Amit Dubey, Kyu-Young Kim, Andy Cedilnik:
Taskmaster-1: Toward a Realistic and Diverse Dialog Dataset. EMNLP/IJCNLP (1) 2019: 4515-4524 - [c3]Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva:
Transferable Neural Projection Representations. NAACL-HLT (1) 2019: 3355-3360 - [c2]Chinnadhurai Sankar, Sujith Ravi:
Deep Reinforcement Learning For Modeling Chit-Chat Dialog With Discrete Attributes. SIGdial 2019: 1-10 - 2011
- [c1]Andrew Thangaraj, Chinnadhurai Sankar:
Quasicyclic MDS codes for distributed storage with efficient exact repair. ITW 2011: 45-49
Informal and Other Publications
- 2023
- [i22]Prajjwal Bhargava, Pooyan Amini, Shahin Shayandeh, Chinnadhurai Sankar:
AUTODIAL: Efficient Asynchronous Task-Oriented Dialogue Model. CoRR abs/2303.06245 (2023) - [i21]Hyundong Cho, Andrea Madotto, Zhaojiang Lin, Khyathi Raghavi Chandu, Satwik Kottur, Jing Xu, Jonathan May, Chinnadhurai Sankar:
Continual Dialogue State Tracking via Example-Guided Question Answering. CoRR abs/2305.13721 (2023) - [i20]Hsuan Su, Rebecca Qian, Chinnadhurai Sankar, Shahin Shayandeh, Shang-Tse Chen, Hung-yi Lee, Daniel M. Bikel:
Step by Step to Fairness: Attributing Societal Bias in Task-oriented Dialogue Systems. CoRR abs/2311.06513 (2023) - 2022
- [i19]Zhiyu Chen, Bing Liu, Seungwhan Moon, Chinnadhurai Sankar, Paul A. Crook, William Yang Wang:
KETOD: Knowledge-Enriched Task-Oriented Dialogue. CoRR abs/2205.05589 (2022) - [i18]Alon Albalak, Akshat Shrivastava, Chinnadhurai Sankar, Adithya Sagar, Mike Ross:
Data-Efficiency with a Single GPU: An Exploration of Transfer Methods for Small Language Models. CoRR abs/2210.03871 (2022) - 2021
- [i17]Hung Le, Chinnadhurai Sankar, Seungwhan Moon, Ahmad Beirami, Alborz Geramifard, Satwik Kottur:
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue. CoRR abs/2101.00151 (2021) - [i16]Kun Qian, Ahmad Beirami, Zhouhan Lin, Ankita De, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar:
Annotation Inconsistency and Entity Bias in MultiWOZ. CoRR abs/2105.14150 (2021) - [i15]Tianjian Huang, Shaunak Ashish Halbe, Chinnadhurai Sankar, Pooyan Amini, Satwik Kottur, Alborz Geramifard, Meisam Razaviyayn, Ahmad Beirami:
DAIR: Data Augmented Invariant Regularization. CoRR abs/2110.11205 (2021) - [i14]Hyundong Cho, Chinnadhurai Sankar, Christopher Lin, Kaushik Ram Sadagopan, Shahin Shayandeh, Asli Celikyilmaz, Jonathan May, Ahmad Beirami:
CheckDST: Measuring Real-World Generalization of Dialogue State Tracking Performance. CoRR abs/2112.08321 (2021) - [i13]Kun Qian, Ahmad Beirami, Satwik Kottur, Shahin Shayandeh, Paul A. Crook, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar:
Database Search Results Disambiguation for Task-Oriented Dialog Systems. CoRR abs/2112.08351 (2021) - 2020
- [i12]Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva:
ProFormer: Towards On-Device LSH Projection Based Transformers. CoRR abs/2004.05801 (2020) - 2019
- [i11]Sarath Chandar, Chinnadhurai Sankar, Eugene Vorontsov, Samira Ebrahimi Kahou, Yoshua Bengio:
Towards Non-saturating Recurrent Units for Modelling Long-term Dependencies. CoRR abs/1902.06704 (2019) - [i10]Chinnadhurai Sankar, Sandeep Subramanian, Christopher J. Pal, Sarath Chandar, Yoshua Bengio:
Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study. CoRR abs/1906.01603 (2019) - [i9]Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva:
Transferable Neural Projection Representations. CoRR abs/1906.01605 (2019) - [i8]Chinnadhurai Sankar, Sujith Ravi:
Deep Reinforcement Learning For Modeling Chit-Chat Dialog With Discrete Attributes. CoRR abs/1907.02848 (2019) - [i7]Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva:
On the Robustness of Projection Neural Networks For Efficient Text Representation: An Empirical Study. CoRR abs/1908.05763 (2019) - [i6]Bill Byrne, Karthik Krishnamoorthi, Chinnadhurai Sankar, Arvind Neelakantan, Daniel Duckworth, Semih Yavuz, Ben Goodrich, Amit Dubey, Andy Cedilnik, Kyu-Young Kim:
Taskmaster-1: Toward a Realistic and Diverse Dialog Dataset. CoRR abs/1909.05358 (2019) - [i5]Arvind Neelakantan, Semih Yavuz, Sharan Narang, Vishaal Prasad, Ben Goodrich, Daniel Duckworth, Chinnadhurai Sankar, Xifeng Yan:
Neural Assistant: Joint Action Prediction, Response Generation, and Latent Knowledge Reasoning. CoRR abs/1910.14613 (2019) - 2018
- [i4]Iulian Vlad Serban, Chinnadhurai Sankar, Mathieu Germain, Saizheng Zhang, Zhouhan Lin, Sandeep Subramanian, Taesup Kim, Michael Pieper, Sarath Chandar, Nan Rosemary Ke, Sai Rajeswar, Alexandre de Brébisson, Jose M. R. Sotelo, Dendi Suhubdy, Vincent Michalski, Alexandre Nguyen, Joelle Pineau, Yoshua Bengio:
A Deep Reinforcement Learning Chatbot (Short Version). CoRR abs/1801.06700 (2018) - [i3]Iulian Vlad Serban, Chinnadhurai Sankar, Michael Pieper, Joelle Pineau, Yoshua Bengio:
The Bottleneck Simulator: A Model-based Deep Reinforcement Learning Approach. CoRR abs/1807.04723 (2018) - 2017
- [i2]Iulian Vlad Serban, Chinnadhurai Sankar, Mathieu Germain, Saizheng Zhang, Zhouhan Lin, Sandeep Subramanian, Taesup Kim, Michael Pieper, Sarath Chandar, Nan Rosemary Ke, Sai Mudumba, Alexandre de Brébisson, Jose Sotelo, Dendi Suhubdy, Vincent Michalski, Alexandre Nguyen, Joelle Pineau, Yoshua Bengio:
A Deep Reinforcement Learning Chatbot. CoRR abs/1709.02349 (2017) - 2015
- [i1]Guillaume Alain, Alex Lamb, Chinnadhurai Sankar, Aaron C. Courville, Yoshua Bengio:
Variance Reduction in SGD by Distributed Importance Sampling. CoRR abs/1511.06481 (2015)
Coauthor Index
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